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The Code Quality Gate skill acts as a non-negotiable compliance layer for Python projects, integrating industry-standard tools like Ruff and Mypy directly into the Claude Code workflow. It automatically validates code style, identifies security vulnerabilities, and ensures strict type safety before any code is committed or merged. By providing clear pass/fail reports and offering automated fixes for common violations, this skill streamlines the development lifecycle while maintaining high-integrity codebases according to defined quality standards.